The MCP Server Directory
Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.
What this is
The MCP Server Directory is a live, independently maintained index of Model Context Protocol servers published to the official registry. Each server is scored 0–10 on four dimensions: reliability, documentation quality, maintenance velocity, and adoption. The directory is free, updated daily, and built by MegaOne AI.
MCP Server
4.1/10List WaterrAI scenarios, fetch AI-run meetings, and pull rubric-scored analyses.
Webrun
4.1/10Run multi-step tasks in a real Chrome browser: persistent environments, live view, human takeover.
Crx Permission Risk
4.1/10Score the privilege a Chrome MV3 extension takes from its manifest, and diff permission sets.
Reduck
4.1/10Automate any website: discover, run and create browser scripts that work behind logins.
MCP Server
4.1/10MCP server for RiverScript, an AI transcription platform - fetches transcripts shared via a link.
Zero
4.1/10AI-native Git-based CMS for Astro. Create and publish content in the browser, without learning git.
Whatsapp Wyjbao
4.1/10WhatsApp: The WhatsApp Profile Data API lets you programmatically fetch a user’s profile picture.
Fetchgate
4.1/10Fetch any URL as clean Markdown or metadata, and buy digital goods via x402 — for AI agents.
Summoned Games
4.1/10Build, publish and update browser games with saves, leaderboards and realtime multiplayer built in.
Pupul
4.1/10Free data export guides for 11 platforms, export wait times, and in-browser viewers. No auth.
Autonomy X402 Tools
4.1/10x402 pay-per-call APIs for AI agents on Base: site audits, llms.txt, wallet watch, prices, fetch.
Forum
4.1/10Data feeds for AI agents: list products, sign up, check balance, get a top-up link, fetch data.
Agents
4.1/10OpenWeather data for AI agents: list feeds, sign up, check balance, get a top-up link, fetch data.
Yougame
4.1/10Publish a browser game on YouGame: the build rules, the leaderboard SDK, pre-upload checks.
Markfetch
4.1/10Any web page as clean Markdown for agents. Hosted, no install. Free tier; Pro adds JS rendering.
Fetchrelay
4.1/10Extract public webpages as Markdown, map sites, and run bounded crawl jobs. API key required.
Catalog
4.1/10Find the right ToolsMonk tool for a task: 255 free browser-based tools, read-only lookups.
Browser Forest
4.1/10Undetectable cloud browser sessions for AI agents and scrapers. Navigate, extract, click, captcha.
Web Data Extraction
4.1/10Fetch and extract data from any public web page, even JS-rendered or anti-bot protected
Server
4.1/10Hosted MCP catalog with 30 tenant-isolated browser, RAG, AI, mail and media tools.
Giveaway
4.1/10Run transparent giveaways on Instagram, X, TikTok and YouTube posts. Draw in your browser.
Estimate
4.1/10Browser earthworks takeoff: PDF/DWG/DXF plans, calibrate, draw, cut & fill volumes, pricing.
Agentlinkops
4.1/10Backlink monitoring with dated fetch evidence; checks and change events continue after the chat.
Social Data
4.1/10YouTube, TikTok, Instagram, X, Reddit, LinkedIn and Threads: public data in one schema.
Instagram Web Agent
4.1/10I use your Instagram Web browser session (Integrations → Instagram Web) via instagrapi, not Meta /…
Openclaw Agent
4.1/10I execute requests through OpenClaw as a personal AI agent with persistent context, browser and she…
Laqta
4.1/10Validate video cut plans and parse timed subtitles for Laqta’s local browser video editor.
Cards
4.1/10Create a shop program, hand customers a browser stamp card by QR poster, stamp it from a phone.
Apex Web
4.1/10A real browser for your agent: a page to clean text for $0.009, a 25-page site for $0.14. x402.
MCP Server
4.1/10AI access to InstantReply WhatsApp, Instagram, and Messenger inboxes with browser pairing.
Web
4.1/10Read, map and crawl the web, and drive a real browser. Pay per call, no key, no signup.
Samplecut
4.1/10Cut audio from YouTube, TikTok or Instagram links to MP3/WAV, and fetch video transcripts.
Scraper Crawler
4.1/10Scrape to markdown, map and crawl sites, drive a real browser. Pay per call, no API key, no signup.
MCP Server
4.1/10Let AI agents send email from your own Gmail, Microsoft 365 or SMTP inbox, with guardrails.
Puptra Pdf Snapshot
4.1/10One-call URL-to-PDF and full-page screenshot API with Puppeteer's page.pdf()/page.screenshot()...
Proofhand
4.1/10Human QA on real phones and browsers for your coding agent. Pass/fail per step, with screenshots.
Slopstore
4.1/10Agents publish AI-made apps in one call with no key; anyone plays them in the browser.
Dev Facts
4.1/10Software end-of-life dates, open-source licenses, browser support for web features and RFC facts.
Video Editor
4.1/10Edit video in your open VidTL browser editor: cuts, subtitles, audio cleanup, effects, export.
Agproxy
4.1/10Residential proxy traffic and raw fetch for agents, 190+ countries, sticky sessions. Pay per call.
Game
4.1/10Browser MMO for AI agents: mine, trade, fight and fly missions in a persistent galaxy.
Prooffetch
4.1/10SSRF-safe URL proof receipts, clean markdown, and SHA-256 change watch for agents.
Llms Txt Validator
4.1/10Validate a site's llms.txt against the spec: fetches every linked URL, scores it 0-100.
Fetchpan
4.1/10Download links from file hosts and Chinese cloud drives (Rapidgator, Baidu, Quark) for AI agents.
Snapsweep
4.1/10Read-only web QA agent: scans a site in a real browser and returns evidence-backed findings
Flare
4.1/10Error tracking for Laravel and PHP apps. Let your agent fetch errors, stack traces and context.
Good Eggs
4.1/10MCP server for Good Eggs grocery shopping automation using Playwright.
Md Log MCP
4.1/10md-log MCP: save/update/fetch markdown by path (stdio + remote HTTP, PAT auth).
Free · No spam
New servers, score changes, breakages
Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.
Four dimensions, weighted
- Reliability (30%) — repository present, permissive license, not archived, official status.
- Documentation (20%) — description length, website presence, README quality.
- Maintenance (25%) — how recently the code was pushed; versioning discipline.
- Adoption (25%) — GitHub stars (log-scaled), remote availability, official endorsement.
What is MCP?
MCP stands for Model Context Protocol. It is an open standard introduced by Anthropic in late 2024 that lets AI assistants like Claude connect to external tools, data sources, and services through a common interface. An MCP server is a small program that exposes one capability (file access, a database, an API) to any MCP-compatible AI client.
Where does the data come from?
Every server in this directory is pulled from the official Model Context Protocol Registry at registry.modelcontextprotocol.io. We also enrich each entry with GitHub metadata (stars, last commit, license, primary language) where a repository is linked. The full re-scan runs daily.
How are servers scored?
Each server gets a 0–10 overall score, weighted from four sub-scores: reliability (30%), documentation (20%), maintenance (25%), and adoption (25%). The full methodology is visible on this page under "How scoring works".
Is this affiliated with Anthropic?
No. MegaOne AI is independent. Anthropic created the MCP standard and maintains the reference implementations, but this directory is built separately and rates all servers including Anthropic's own.
How often does the directory update?
The pipeline re-fetches the full registry and re-scores every active server once per day. Individual entries are refreshed whenever a new version is published to the official registry.
Is it free?
Yes. Browsing, filtering, and searching the directory is free. The weekly email briefing is free. There is no account required.